A method for modifying an input digital image having an (x, y) array of pixels, each pixel having an input code value for one or more color channels, wherein said input code value has a nonlinear relationship to colorant amount, to form an output digital image containing output code values for each pixel subject to a total colorant amount limit.
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1. A method for modifying an input digital image having an (x, y) array of pixels, each pixel having an input code value for one or more color channels, wherein said input code value has a nonlinear relationship to colorant volume, to form an output digital image containing output code values for each pixel subject to a total colorant amount limit, comprising:
a) determining an input colorant volume for each color channel of a pixel in response to the corresponding input code value and a colorant amount function that relates the input code value to the colorant volume for the corresponding color channel;
b) determining a modified colorant volume for each color channel of the image pixel when the sum of the input colorant volumes for the image pixel exceeds the total colorant amount limit, in response to the input colorant volume for each color channel and the total colorant amount limit, such that the sum of the modified colorant volumes for each color channel is less than the total colorant amount limit;
c) determining an output code value for each color channel of the pixel responsive to the modified colorant volume and an inverse colorant amount function that relates colorant volume to the output code value for the corresponding color channel, and
d) repeating steps (a) through (c) for each pixel in the input digital image.
2. The method of
3. The method of
4. The method of
6. The method of forming a color image in response to the modified digital image produced by
7. A computer readable medium having a stored computer program to perform the method of
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Reference is made to commonly assigned U.S. patent application Ser. No. 09/213,637 filed Dec. 17, 1998 by Couwenhoven, et al., now U.S. Pat. No. 6,407,825, the disclosure of which is herein incorporated by reference.
This invention pertains to the field of digital imaging, and more particularly to a colorant reduction method used during the process of printing a digital image.
In the field of digital printing, a digital printer receives digital data from a computer and places colorant on a receiver to reproduce the image. A digital printer may use a variety of different technologies to transfer colorant to the page. Some common types of digital printers include inkjet, thermal dye transfer, thermal wax, electrophotographic, and silver halide printers.
Often when printing digital images, undesirable image artifacts may result when an excessive amount of colorant is placed in a small area on the page. These image artifacts degrade the image quality, and can result in an unacceptable print. In the case of an inkjet printer, some examples of these image artifacts include bleeding, cockling, banding, and noise. Bleeding is characterized by an undesirable mixing of colorants along a boundary between printed areas of different colorants. The mixing of the colorants results in poor edge sharpness, which degrades the image quality. Cockling is characterized by a warping or deformation of the receiver that can occur when printing excessive amounts of colorant. In severe cases, the receiver may warp to such an extent as to interfere with the mechanical motions of the printer, potentially causing damage to the printer. Banding refers to unexpected dark or light lines or streaks that appear running across the print, generally oriented along one of the axes of motion of the printer. Noise refers to undesired density or tonal variations that can give the print a grainy appearance, thus degrading the image quality. Although these artifacts are presented in the context of an inkjet printer, it is known to those skilled in the art that similar artifacts commonly exist with the other above mentioned printing technologies also.
In a digital printer, satisfactory density and color reproduction can generally be achieved without using the maximum possible amount of colorant. Therefore, using excessive colorant not only introduces the possibility of the above described image artifacts occurring, but is also a waste of colorant. This is disadvantageous, since the user will get fewer prints from a given quantity of colorant.
It has been recognized in the art that the use of excessive colorant when printing a digital image needs to be avoided. Generally, the amount of colorant needed to cause image artifacts (and therefore be considered excessive) is receiver, colorant, and printer technology dependent. Many techniques of reducing the colorant amount are known for binary printers in which a halftoning process is used (typically inside a software printer driver program) to convert input digital image data into “on” or “off” states at each pixel. In such printers, the input image to the halftoning process is a higher bit precision image, typically 8 bits (or 256 levels) per pixel, per color.
U.S. Pat. No. 4,930,018 to Chan et al teaches a method of reducing paper cockle and graininess of inkjet prints utilizing multiple inks with different dye loadings. In this method, a given grey level can be reproduced a variety of different ways, some of which will use more colorant than others. The different ways to reproduce a given grey level are rank ordered according to the total ink coverage, and a selection is made by iterating through the order until one is found that satisfies a specified maximum coverage limit.
U.S. Pat. No. 5,515,479 to Klassen teaches a method for reducing marking material (i.e., ink) coverage in a printing process by determining the ink coverage for each pixel in an image, determining if too much ink will be placed on the page in a given area, and reducing the amount of ink to an acceptable level by turning “off” a fraction of the pixels in the given area. The determination of which pixels to turn off is made by using a processing order through each area which tends to randomize the turn off effect. While this method successfully reduces the amount of ink placed on the page in a given area, it can introduce pattern noise into the image because of the processing order method of selecting which pixels to turn off. Also, the pixels that are turned off in each color separation are not correlated, which can lead to a grainy appearance to an image region that should appear otherwise uniform.
U.S. Pat. No. 5,563,985 to Klassen addresses the problem of pattern noise by selecting which pixels to turn off in response to a random number function. While this method successfully eliminates pattern noise that can be generated in a given area, it can introduce random noise into the image because the selection of which pixels to turn off is determined by a random process. While this may be visually less objectionable than pattern noise, it is still not optimal.
U.S. Patent No. 5,012,257 to Lowe et al. describes a “superpixel” printing strategy to reduce bleed across color field boundaries. This strategy limits printing to no more than two drops of ink per cell or pixel, and no more than a total of three drops per superpixel, where a superpixel consists of a 2×2 array of pixel cells. This strategy controls bleed, but at a penalty in terms of color and spatial resolution.
U.S. Pat. No. 6,081,340 to Klassen teaches a method for reducing marking material (i.e., ink) coverage in a printer that has a nonlinear marking material coverage. As understood, this method applies to a halftoned image signal where the number of gray levels in the image has been reduced to match the number of available printing levels in the printer. A coverage calculator is then used to determine the amount of marking material that is present in a local 8×8 region of the current pixel. This method is disadvantaged because it operates after the halftoning process, and is therefore required to sample a region of the halftoned image data in order to estimate the marking material coverage, which can be time consuming. Also, the process of reducing the marking material coverage is limited to turning off integer numbers of discrete dots, therefore limiting the fidelity of the reduction step.
The above mentioned references teach methods of reducing artifacts associated with excessive colorant usage by utilizing methods that operate on the digital data after halftoning. That is, the above techniques operate primarily on bitmaps of image data where each pixel is represented by a code value of 0 (“off”, meaning no colorant), or 1 (“on”, meaning fall colorant). At this point in the imaging chain of a digital printer, much information has been lost due to the halftoning process, and accurately controlling the total colorant amount becomes more costly and less accurate relative to a pre-halftoning algorithm. U.S. Pat. No. 5,633,662 to Allen et al. teaches a method of reducing colorant using a pre-halftoning algorithm that operates on higher bit precision data (typically 256 levels, or 8 bits per pixel, per color). However, this method is intended for a binary printer where the halftone dot area is substantially linear with digital code value, and therefore the amount of colorant placed on the page is substantially linear with the digital code values that are used to drive the printer. In general, this arrangement will not be optimal for a multilevel printer.
In a multilevel printer, the colorant amount is typically not linear with digital code value. That is, if the digital code value (in a pre-halftone algorithm) is reduced by a certain percentage, the colorant amount is typically not reduced by the same percentage. In fact, the percentage of colorant amount reduction will typically vary based on the density (lightness/darkness) of the pixel. A printer with this characteristic is not handled well by any of the prior art methods, as they all assume that colorant amount is linear with digital code value.
Thus, there is a need for a colorant reduction algorithm which can be applied to a multilevel printer to provide for high quality images free from the artifacts associated with using excess colorant.
It is an object of the present invention to provide for printing high quality digital images that are free of the above described artifacts associated with using excessive amounts of colorant.
It is a further object of the present invention to reduce the amount of colorant used to print an image on a multilevel printer in which the colorant amount may not be linear with digital code value, thereby resulting in improved image quality relative to the prior art.
These objects are achieved by a method for modifying an input digital image having an (x,y) array of pixels, each pixel having an input code value for one or more color channels, wherein said input code value has a nonlinear relationship to colorant amount, to form an output digital image containing output code values for each pixel subject to a total colorant amount limit, comprising the steps of:
a) determining an input colorant amount for each color channel of a pixel in response to the corresponding input code value and a colorant amount function that relates the input code value to the colorant amount for the corresponding color channel;
b) determining a modified colorant amount for each color channel of the image pixel responsive to the input colorant amount for each color channel and a total colorant amount limit;
c) determining an output code value for each color channel of the pixel responsive to the modified colorant amount and an inverse colorant amount function that relates colorant amount to the output code value for the corresponding color channel, and
d) repeating steps (a) through (c) for each pixel in the input digital image.
The present invention has an advantage over the prior art in that it provides for reducing the amount of colorant used to print a digital image without introducing random noise into the image. Another advantage of the present invention is that it can be applied to multilevel printers in which the colorant amount is not necessarily linear with digital code value. Yet another advantage of the present invention is that the maximum amount of colorant is more accurately controlled for a multilevel printer relative to the prior art methods, providing for improved control over image artifacts associated with using excess colorant. It is a feature of the present invention that colored images are produced which are esthetically pleasing and free from the above described artifacts.
This invention describes a method for reducing the amount of colorant used in printing a digital image to avoid undesirable image artifacts that degrade the image quality of a digital print. The invention is presented hereinafter in the context of an inkjet printer. However, it should be recognized that this method is applicable to other printing technologies as well.
An input digital image is composed of a two dimensional array of individual picture elements, or pixels, and can be represented as a function of two spatial coordinates, (x and y), and a color channel coordinate, c. Each unique combination of the spatial coordinates defines the location of a pixel within the image, wherein the pixel possesses input code values representing the amount of ink present at the given location for each of a number of different inks represented by the color channel coordinate, c. Each code value representing the amount of ink in a color channel is generally represented by numbers on the range {0,255}, and a typical set of inks for an inkjet printer consists of cyan (C), magenta (M), yellow (Y), and black (K) inks. Although the present invention will be described in the context of an inkjet printer with C, M, Y, and K colorants, the invention can be applied to other printer technologies and colorants as well. In the context of an inkjet printer, the colorant amounts will be described in terms of ink volume, but one skilled in the art will recognize that other metrics may be more convenient for computing the colorant amount for different printing technologies. Another example of the input colorant amount that can be used is the mass of toner that is used in an electrophotographic printer.
Referring to
Following the raster image processor 10 of
Still referring to
Turning now to
As an illustration, consider a printer system as shown in
The same calculation shown above can be repeated for a multilevel printer to arrive at the multilevel printer colorant volume function 150 of
Still referring to
The goal of the present invention is to modify the normalized code value for a multitone printer in such a way that any ink depletion algorithm that assumes a linear printer colorant volume function can be used. Essentially, this means restoring the linearity between the image signal normalized code value and the normalized ink drop volume. A means for accomplishing this goal will now be described.
In a preferred embodiment of the invention, as shown in
In the above embodiment of the present invention, the colorant volume function processor 40 and inverse colorant volume function processor 60 are pre-programmed with volume data that relates to the shape of the colorant volume function for the particular printer, such as the multilevel printer colorant volume function 150 of
The process of creating the lookup table vfun(i, c) based on the volume data signal vol(cv, c) and the process of applying the lookup table vfun(i, c) to the input code value i(x, y, c) are image processing techniques that will be well known to those skilled in the art. It is assumed that the volume data signal vol(cv, c) is known for a given printer, or can be measured directly using test image signals. The code value and ink drop volume pairs of the volume data signal are then fit with a spline curve to interpolate the ink drop volumes between the sampled code value points. Then, the spline fit is sampled at a number of equally spaced discrete code values corresponding to the number of possible levels of the input code value, which is typically 256, and the 256 corresponding code value and ink drop volume pairs are stored as the lookup table vfun(i, c). This process is performed independently for each color, as it is possible for each color channel to have a different volume data signal. The colorant volume function processor 90 applies the lookup table vfun(i, c) to the input code values i(x, y, c) by simply addressing the lookup table vfun(i, c) with the input code value, and retrieving the result.
Similarly, the lookup table vfun_inv(v′, c) is created from the volume data signal vol(cv, c), except that the process is “inverted”, such that the ink drop volume is sampled at a number of equally spaced discrete volumes and the spline fit is used to compute the corresponding code values. The inverse colorant volume function processor 110 applies the lookup table vfun_inv(v′, c) to the depleted volume code value v′(x, y, c) by simply addressing the lookup table vfun_inv(v′, c) with the depleted volume code value, and retrieving the result. As mentioned above, these techniques are well known to those skilled in the art.
Still referring to
A computer program product may include one or more storage medium, for example; magnetic storage media such as magnetic disk (such as a floppy disk) or magnetic tape; optical storage media such as optical disk, optical tape, or machine readable bar code; solid-state electronic storage devices such as random access memory (RAM), or read-only memory (ROM); or any other physical device or media employed to store a computer program having instructions for controlling one or more computers to practice the method according to the present invention.
The invention has been described in detail with particular reference to certain preferred embodiments thereof, but it will be understood that variations and modifications can be effected within the spirit and scope of the invention. In particular, the present invention has been described in the context of an inkjet printer which prints with cyan, magenta, yellow, and black colorants, but in theory the invention should apply to other types of printing technologies also. This includes multilevel inkjet printing in which more than three printing levels are available for at least one colorant at each pixel. Also, the invention can be applied to inkjet printers in which additional colorants, such as light cyan, light magenta, orange, or green inks are used.
PARTS LIST
10
raster image processor
12
digital image source
20
ink depletion processor
22
total colorant amount limit adjustor
30
multitone (or halftone) processor
36
inkjet printer
40
colorant volume function processor
50
ink depletion processor
60
inverse colorant volume function processor
62
volumetric ink depletion processor
70
colorant volume LUT generator
72
colorant volume data source
80
inverse colorant volume LUT generator
90
colorant volume function processor
100
ink depletion processor
110
inverse colorant volume function processor
112
volumetric ink depletion processor
140
binary printer colorant volume function
150
multilevel printer colorant volume function
Spaulding, Kevin E., Miller, Rodney L., Couwenhoven, Douglas W.
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